2 code implementations • 17 Mar 2020 • Rafael-Michael Karampatsis, Hlib Babii, Romain Robbes, Charles Sutton, Andrea Janes
Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools, such as tools for code suggestion, improving readability, and API migration.
Software Engineering
2 code implementations • 30 May 2019 • Rafael-Michael Karampatsis, Charles Sutton
One way to achieve acceptable performance is to focus on classes of simple bugs, such as bugs with single statement fixes, or that match a small set of bug templates.
Software Engineering Programming Languages
1 code implementation • 13 Mar 2019 • Rafael-Michael Karampatsis, Charles Sutton
We present a new open-vocabulary neural language model for code that is not limited to a fixed vocabulary of identifier names.